md_plot(ggplot(jobData,aes(exec_time_hours,cpu_used_hours,group=jobid))+geom_line(alpha=0.3)+ggtitle("accumulated cpu usage")+geom_vline(aes(xintercept=queueLimit),color="red"))
ggplot(jobData,aes(exec_time_hours,cpu_used_hours,group=jobid))+geom_line(alpha=0.3)+ggtitle("accumulated cpu usage")+geom_vline(aes(xintercept=queueLimit),color="red")
md_plot(ggplot(subset(smoothData,cpu_usage_in_period>0),aes(exec_time/3600,cpu_usage_in_period/(exec_period*as.numeric(as.character(num_cores))),color=num_cores,group=jobid))+geom_line(alpha=0.3)+xlab("exec time [hours]")+ylab("core normalized cpu usage"))# + scale_color_discrete(name="jobid")